Pith Number

pith:GENXGGRE

pith:2019:GENXGGRELE6YSAX6H7D76OJHHK

not attested not anchored not stored refs pending

KINN: Incorporating Expert Knowledge in Neural Networks

Andreas Dengel, Ludger van Elst, Muhammad Ali Chattha, Muhammad Imran Malik, Sheraz Ahmed, Shoaib Ahmed Siddiqui

arxiv:1902.05653 v1 · 2019-02-15 · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GENXGGRELE6YSAX6H7D76OJHHK}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-05-17T23:53:56.645959Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

311b731a24593d8902fe3fc7ff39273aa9238023413dd2b359a859b97e245751

Aliases

arxiv: 1902.05653 · arxiv_version: 1902.05653v1 · doi: 10.48550/arxiv.1902.05653 · pith_short_12: GENXGGRELE6Y · pith_short_16: GENXGGRELE6YSAX6 · pith_short_8: GENXGGRE

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/GENXGGRELE6YSAX6H7D76OJHHK \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 311b731a24593d8902fe3fc7ff39273aa9238023413dd2b359a859b97e245751

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3400dc9deb04cf962c78e439d755ce9e0a232d8b72100402088413710a3f71aa",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-02-15T00:41:28Z",
    "title_canon_sha256": "ed604b9f4d28dd6b9a62e815bd7b8e8f998e1918c0e951b5a2a1041368cdeb83"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.05653",
    "kind": "arxiv",
    "version": 1
  }
}